PSO with path relinking for resource allocation using simulation optimization

Computers and Industrial Engineering

Volumn 65, Issue 2, 2013, Pages 322-330

  Martins, M S R ^a   Fuchs, S C ^a   Pando, L U ^a   Luders R ^a   Delgado, M R ^a  

^a UNIVERSIDADE TECNOLÓGICA FEDERAL DO PARANÁ   (Brazil)

Author keywords

Discrete event simulation; Oil industry; Particle swarm optimization; Task assignment

Indexed keywords

COMBINATORIAL OPTIMIZATION; DIGITAL STORAGE; DISCRETE EVENT SIMULATION; GENETIC ALGORITHMS; OIL TANKERS; OIL TANKS; OPTIMIZATION; PETROLEUM REFINERIES; RESOURCE ALLOCATION; STOCHASTIC SYSTEMS;

DETERMINISTIC SCENARIO; MATHEMATICAL OPTIMIZATION MODEL; OIL INDUSTRIES; OPTIMIZATION APPROACH; OPTIMIZATION PACKAGES; RESOURCE ALLOCATION PROBLEM; SIMULATION OPTIMIZATION; TASK ASSIGNMENT;

PARTICLE SWARM OPTIMIZATION (PSO);

EID: 84893658475     PISSN: 03608352     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.cie.2013.02.004     Document Type: Article

References (32)

1. Asperen, E. V., Dekker, R., Polman, M., & Arons, H. S. (2003). Modeling ship arrivals ports. In Proceedings of the 2003 winter simulation conference (pp. 1737-1744).
2. Banks, A., Vincent, J., & Anyakoha, C. (2007). A review of particle swarm optimization. Part I: Background and development. Natural Computing, 6, 467-484. (Pubitemid 47629392)
3. Banks, A., Vincent, J., & Anyakoha, C. (2008). A review of particle swarm optimization. Part II: Hybridisation, combinatorial, multicriteria and constrained optimization, and indicative applications. Natural Computing, 7, 109-124. (Pubitemid 351234459)
4. Boschetto, S., Magatào, L., Brondani, W., Neves, F., Jr., Arruda, L, et al. (2010). An operational scheduling model to product distribution through a pipeline network. Industrial & Engineering Chemistry Research, 49, 5661-5682.
5. Cafaro, V., Cafaro, D. C, Mendez, C. A., & Cerda, J. (2011). Multiproduct operations: Discrete-event simulation guides pipeline logistics. Oil & Gas Journal, 109 (15), 98-104.
6. Demsar, J. (2006). Statistical comparisons of classifiers over multiple data sets. Journal of Machine Learning Research, 7, 1-30. (Pubitemid 43022939)
7. Engelbrecht, A. P. (2007). Computational intelligence: An introduction (2nd ed.). John Wiley and Sons.
8. Fu, M. C. (2002). Optimization for simulation: Theory vs. practice. Journal on Computing, 14, 192-214.
9. Gambardella, L. M., & Rizzolli, A. E. (2000). The role of simulation and optimisation in intermodal container terminals. European Simulation Symposium, 107-116. (Pubitemid 128493597)
10. Gibbons, J. (1985). Nonparametric statistical inference. USA: CRC.
11. Glover, F., and Kelly., J. P., & Laguna, M. (1999). New advances for wedding optimization and simulation. In Proceedings of the 1999 winter simulation conference (pp. 255-260). Phoenix, AZ. (Pubitemid 30574767)
12. Hu, X. (2011). PSO tutorial, Last accessed 20.06.11.
13. Jiao, B., Chen, Q, & Yan, S. (2011). A cooperative co-evolution PSO for flow shop scheduling problem with uncertainty. Journal of Computers, 6 (9), 1955-1961.
14. Kelton, W. D., and Sadowski., R. P., & Sturrock, D. T. (2007). Simulation with Arena (4th ed.). New York: McGraw-Hill.
15. Kennedy, J., & Eberhart, R. (1995). Particle swarm optimization. In Proceedings IEEE international conference on neural networks. Perth, Austrlia.
16. Kennedy, J., & Eberhart, R (1997). A discrete binary version of the particle swarm algorithm. In IEEE international conference on systems, man, and cybernetics (pp. 4104-4108). Orlando, USA.
17. Kia, M., Shayan, E., & Ghotb, F. (2002). Investigation of port capacity under a new approach by computer simulation. Computers & Industrial Engineering, 42 (2-4), 533-540. (Pubitemid 34410779)
18. Kleijnen, J. P. C, & Wan, J. (2007). Optimization of simulated systems: Optquest and alternatives. Simulation Modelling Practice and Theory, 15, 354-362. (Pubitemid 46507421)
19. Magatào, L, Arruda, L. V. R, & Neves, F. (2004). A mixed integer programming approach for scheduling commodities in a pipeline. Computers and Chemical Engineering, 28, 171-185. (Pubitemid 38044581)
20. Marti, R, Laguna, M., & Glover, F. (2006). Principles of scatter search. European Journal of Operational Research, 169, 359-372. (Pubitemid 41375696)
21. Más, R., & Pinto, J. M. (2003). A mixed-integer optimization strategy for oil supply in distribution complexes. Optimization and Engineering, 4 (1-2), 23-64.
22. Mori, F. M., Lüders, R., Ramos de Arruda, L. V., Yamamoto, L, Bonacin, M. V., Polli, H. L, & et al. (2007). Simulating the operational scheduling of a real-world pipeline network. In 17th European sumposium on computer aided process engineering (pp. 691-696).
23. Mukhef, H., Farhan, E., & Jassim, M. (2008). Generalized shortest path problem in uncertain environment based on PSO. Journal of Computer Science, 4 (4), 349-352.
24. Olafsson, S., & Kim, L. (2002). Simulation optimization. In Proceedings of the 2002 winter simulation conference (pp. 19-84). New York.
25. Poli, R (2008). Analysis of the publications on the applications of particle swarm optimisation. Journal of Artificial Evolution and Applications, 1-10.
26. Relvas, S., and Matos., H. A., Barbosa-Povoa, A. P. F. D., Fialho, J., & Pinheiro, A. S. (2006). Pipeline scheduling and inventory management of a multiproduct distribution oil system. Industrial & Engineering Chemistry Research, 45 (23), 7841-7855. (Pubitemid 44825839)
27. Rosendo, M., & Pozo, A. (2010). A hybrid particle swarm optimization algorithm for combinatorial optimization problems. In IEEE congress on evolutionary computation (CEC) (pp. 1-8).
28. Souza, G., and Goldbarg., E. F., & Goldbarg, M. C. (2006). Partiele swarm for the traveling salesman problem. Lecture Notes in Computer Science, 3906, 99-110. (Pubitemid 44019277)
29. VBGALIB, Visual basic genetic algorithm library, Last accessed 15.12.12.
30. Wall, M. Massachusetts Institute of Technology (MIT), GAlib. Last accessed 31.08.12.
31. Wang, J., Cai, Y., Zhou, Y., Wang, R., & Li, C. (2011). Discrete particle swarm optimization based on estimation of distribution for terminal assignment problems. Computers & Industrial Engineering, 60 (4), 566-575.
32. Zeng, Q, & Yang, Z. (2009). Integrating simulation and optimization to schedule loading operations in container terminals. Computers & Operations Research, 36, 1935-1944.